That's how virtually every friendship starts, isn't it?
And I guess if you really have friends and still feel lonely, making more friends might not help much.
Only the first meeting has to be incidental. Expecting all future contact to be incidental is how you let all could-be friendships and relationships pass right through your fingers.
Take a little control over life.